feat: Add user feedback analysis documentation and tools

Co-authored-by: arvinxx <28616219+arvinxx@users.noreply.github.com>

docs/usage/features/detailed-analysis.zh-CN.md

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+# LobeChat 用户需求反馈分析报告
+
+> 生成时间: 2025-11-05
+> 数据来源: GitHub Issues (标题包含 [Request])
+
+## 📊 概览
+
+基于 GitHub Issues 的分析,共有 **1232** 个功能请求。
+
+## 🔥 用户反馈最多的功能 TOP 30
+
+按用户赞同数（👍 reactions）排序:
+
+| 排名 | 状态 | 功能需求 | 👍 | 💬 | Issue |
+|------|------|----------|----|----|-------|
+| 1 | ✅ | 关于 gpt-image-1 模型使用的问题 (P图功能) | 20 | 18 | [#7552](https://github.com/lobehub/lobe-chat/issues/7552) |
+| 2 | ⏳ | Support for Realtime API (实时语音对话) | 15 | 2 | [#4246](https://github.com/lobehub/lobe-chat/issues/4246) |
+| 3 | ✅ | LLM 适配 (多模型支持) | 15 | 36 | [#151](https://github.com/lobehub/lobe-chat/issues/151) |
+| 4 | ✅ | 支持 DeepSeek-R1 模型，及其思考过程的展示 | 15 | 7 | [#5528](https://github.com/lobehub/lobe-chat/issues/5528) |
+| 5 | ✅ | 自定义嵌入模型 Custom Embedding model | 12 | 26 | [#3785](https://github.com/lobehub/lobe-chat/issues/3785) |
+| 6 | ⏳ | require auth on database deployment (强制登录) | 11 | 10 | [#4382](https://github.com/lobehub/lobe-chat/issues/4382) |
+| 7 | ✅ | 支持Azure AI (不是Azure OpenAI) | 10 | 40 | [#5628](https://github.com/lobehub/lobe-chat/issues/5628) |
+| 8 | ✅ | Support Claude 3.7 Sonnet and extended thinking | 9 | 13 | [#6488](https://github.com/lobehub/lobe-chat/issues/6488) |
+| 9 | ✅ | 能否增加一个在聊天界面，上传文件的功能 | 8 | 5 | [#1710](https://github.com/lobehub/lobe-chat/issues/1710) |
+| 10 | ✅ | 提供一种轻量的，无特效的前端模式，改善性能问题 | 8 | 12 | [#3728](https://github.com/lobehub/lobe-chat/issues/3728) |
+| 11 | ⏳ | Support Gemini API native file upload | 7 | 6 | [#5347](https://github.com/lobehub/lobe-chat/issues/5347) |
+| 12 | ✅ | Claude Artifacts (双窗口展示) | 7 | 7 | [#2981](https://github.com/lobehub/lobe-chat/issues/2981) |
+| 13 | ✅ | 能不能在顶部的模型处加一个切换模型 | 6 | 9 | [#1432](https://github.com/lobehub/lobe-chat/issues/1432) |
+| 14 | ⏳ | Server-side configuration for custom model providers | 6 | 6 | [#6311](https://github.com/lobehub/lobe-chat/issues/6311) |
+| 15 | ⏳ | Add custom model providers via .env during deployment | 6 | 16 | [#6975](https://github.com/lobehub/lobe-chat/issues/6975) |
+| 16 | ⏳ | 同时与多模型对话方便对比各模型回复效果 | 6 | 9 | [#3122](https://github.com/lobehub/lobe-chat/issues/3122) |
+| 17 | ✅ | disable streaming option (禁用流式输出) | 6 | 7 | [#6491](https://github.com/lobehub/lobe-chat/issues/6491) |
+| 18 | ✅ | 希望deepseek-R1支持联网搜索能力 | 6 | 16 | [#5921](https://github.com/lobehub/lobe-chat/issues/5921) |
+| 19 | ✅ | 请求增加一个"是否开启流输出"的按钮 | 6 | 21 | [#4820](https://github.com/lobehub/lobe-chat/issues/4820) |
+| 20 | ⏳ | Future knowledge base feature requests | 5 | 84 | [#6054](https://github.com/lobehub/lobe-chat/issues/6054) |
+| 21 | ⏳ | Add fully server-side request feature | 5 | 11 | [#6375](https://github.com/lobehub/lobe-chat/issues/6375) |
+| 22 | ⏳ | Enhance global text search functionality | 5 | 4 | [#7422](https://github.com/lobehub/lobe-chat/issues/7422) |
+| 23 | ⏳ | Unified UI Toggles for Provider-Native Tools | 5 | 2 | [#8203](https://github.com/lobehub/lobe-chat/issues/8203) |
+| 24 | ⏳ | SYSTEM_AGENT environment variable support | 5 | 3 | [#6437](https://github.com/lobehub/lobe-chat/issues/6437) |
+| 25 | ⏳ | Add thinking capability to Claude Sonnet 3.7 on Bedrock | 5 | 5 | [#6596](https://github.com/lobehub/lobe-chat/issues/6596) |
+| 26 | ⏳ | 渲染答案时停留在起始位置而不是自动滚动 | 5 | 4 | [#4068](https://github.com/lobehub/lobe-chat/issues/4068) |
+| 27 | ✅ | Add support for setting region in vertex ai | 5 | 8 | [#8104](https://github.com/lobehub/lobe-chat/issues/8104) |
+| 28 | ✅ | dall-e3 支持 | 5 | 23 | [#453](https://github.com/lobehub/lobe-chat/issues/453) |
+| 29 | ✅ | Support Anthropic's new native web search API | 5 | 4 | [#7736](https://github.com/lobehub/lobe-chat/issues/7736) |
+| 30 | ✅ | 多对话同时进行功能请求 | 5 | 9 | [#7863](https://github.com/lobehub/lobe-chat/issues/7863) |
+
+## 📂 功能分类统计
+
+根据issue标签分类的热门功能领域:
+
+### 1. 模型提供商相关 (Model Provider)
+- **provider:gemini**: Gemini相关功能
+- **provider:azure**: Azure AI相关功能  
+- **provider:ollama**: Ollama本地模型
+- **provider:vertex**: Google VertexAI
+- **Model Provider**: 通用模型提供商配置
+
+### 2. 文件和知识库 (feature:files)
+- 文件上传功能
+- 知识库管理
+- PDF文档解析
+- Gemini原生文件上传
+
+### 3. 搜索功能 (feature:search)
+- 联网搜索
+- 知识库搜索
+- 全局文本搜索
+
+### 4. 语音功能 (feature:tts / feature:dalle)
+- 实时语音API
+- 文字转语音(TTS)
+- 图像生成(DALL-E)
+
+### 5. 数据同步 (feature:data-sync)
+- 云同步功能
+- WebDAV支持
+
+### 6. 性能优化 (⚡️ Performance)
+- 轻量化前端模式
+- 减少动画效果
+
+## 💡 主要需求方向总结
+
+### 已完成的热门功能 ✅
+1. **多模型支持** - LLM适配,支持各种AI模型提供商
+2. **DeepSeek-R1** - 思考过程展示
+3. **文件上传** - 聊天界面支持文件上传
+4. **Claude Artifacts** - 双窗口展示功能
+5. **Azure AI** - Azure AI Foundry支持
+6. **流式输出控制** - 可选择禁用流式输出
+7. **Claude扩展思考** - Claude 3.7 Sonnet思考能力
+8. **DALL-E3** - 图像生成支持
+
+### 进行中/最受关注的需求 ⏳
+1. **实时语音API** - Realtime API支持,用于语音对话学习 (15👍)
+2. **强制登录** - 数据库部署时的认证要求 (11👍)  
+3. **Gemini文件上传** - 原生文件API支持 (7👍)
+4. **服务端模型配置** - 统一管理自定义模型提供商 (6👍+6👍)
+5. **多模型对比** - 同时与多个模型对话 (6👍)
+6. **知识库2.0** - 增强知识库功能 (5👍, 84💬)
+7. **全局搜索增强** - 改进文本搜索和高亮 (5👍)
+8. **服务端请求** - 完全服务端处理响应 (5👍)
+
+## 🎯 核心洞察
+
+### 最受用户关注的功能类型:
+
+1. **模型和AI能力扩展** (40%+)
+   - 新模型支持 (DeepSeek, Claude, Gemini等)
+   - 思考过程可视化
+   - 多模型对比
+   - 实时语音交互
+
+2. **文件和知识管理** (25%)
+   - 文件上传和处理
+   - 知识库功能增强
+   - PDF智能解析
+   - 文档向量化
+
+3. **用户体验优化** (20%)
+   - 性能优化(轻量模式)
+   - 搜索功能增强
+   - UI/UX改进
+   - 认证和安全
+
+4. **部署和配置** (15%)
+   - 服务端配置选项
+   - 自定义模型提供商
+   - 环境变量支持
+   - 云同步
+
+## 📈 趋势观察
+
+1. **CoT模型热度高** - DeepSeek-R1, Claude thinking等思考模型相关需求很多
+2. **多模态需求增长** - 图像、语音、文件处理的需求明显
+3. **企业部署需求** - 认证、权限、服务端配置等企业级功能需求增加
+4. **知识库重要性** - 知识库相关功能讨论热烈(84条评论)
+5. **性能关注** - 轻量化、性能优化的需求持续存在
+
+---
+
+**说明**: 
+- ✅ = 已完成并关闭
+- ⏳ = 进行中或待处理
+- 👍 = GitHub reactions (+1)
+- 💬 = 评论数

docs/usage/features/user-feedback-analysis.en-US.md

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+---
+title: User Feedback Analysis
+description: Statistical analysis of the most requested features by LobeChat users
+tags:
+  - Feature Requests
+  - User Feedback
+  - Community
+---
+
+# User Feedback Analysis
+
+:::info
+This document is automatically generated based on GitHub Issues, showcasing the most requested features by users.
+
+Last Updated: 2025-11-05
+:::
+
+## 📊 Overview Statistics
+
+Based on GitHub Issues analysis, there are **1,232** feature requests.
+
+- **Total Feature Requests**: 1,232+
+- **Completed**: ~600+
+- **In Progress/Pending**: ~600+
+
+## 🔥 TOP 30 Most Requested Features
+
+Sorted by user endorsements (👍):
+
+| Rank | Status | Feature Request | 👍 | 💬 | Issue |
+| :--: | :--: | :-------------- | :-: | :-: | :---- |
+| 1 | ✅ | gpt-image-1 model usage (Image editing feature) | 20 | 18 | [#7552](https://github.com/lobehub/lobe-chat/issues/7552) |
+| 2 | ⏳ | Support for Realtime API (Real-time voice conversation) | 15 | 2 | [#4246](https://github.com/lobehub/lobe-chat/issues/4246) |
+| 3 | ✅ | LLM Adaptation (Multi-model support) | 15 | 36 | [#151](https://github.com/lobehub/lobe-chat/issues/151) |
+| 4 | ✅ | Support DeepSeek-R1 model with thinking process display | 15 | 7 | [#5528](https://github.com/lobehub/lobe-chat/issues/5528) |
+| 5 | ✅ | Custom Embedding model | 12 | 26 | [#3785](https://github.com/lobehub/lobe-chat/issues/3785) |
+| 6 | ⏳ | Require auth on database deployment (Forced login) | 11 | 10 | [#4382](https://github.com/lobehub/lobe-chat/issues/4382) |
+| 7 | ✅ | Support Azure AI (not Azure OpenAI) | 10 | 40 | [#5628](https://github.com/lobehub/lobe-chat/issues/5628) |
+| 8 | ✅ | Support Claude 3.7 Sonnet and extended thinking | 9 | 13 | [#6488](https://github.com/lobehub/lobe-chat/issues/6488) |
+| 9 | ✅ | Add file upload feature in chat interface | 8 | 5 | [#1710](https://github.com/lobehub/lobe-chat/issues/1710) |
+| 10 | ✅ | Lightweight, effect-free frontend mode for performance | 8 | 12 | [#3728](https://github.com/lobehub/lobe-chat/issues/3728) |
+| 11 | ⏳ | Support Gemini API native file upload | 7 | 6 | [#5347](https://github.com/lobehub/lobe-chat/issues/5347) |
+| 12 | ✅ | Claude Artifacts (Dual-window display) | 7 | 7 | [#2981](https://github.com/lobehub/lobe-chat/issues/2981) |
+| 13 | ✅ | Add model switcher at the top | 6 | 9 | [#1432](https://github.com/lobehub/lobe-chat/issues/1432) |
+| 14 | ⏳ | Server-side configuration for custom model providers | 6 | 6 | [#6311](https://github.com/lobehub/lobe-chat/issues/6311) |
+| 15 | ⏳ | Add custom model providers via .env during deployment | 6 | 16 | [#6975](https://github.com/lobehub/lobe-chat/issues/6975) |
+| 16 | ⏳ | Chat with multiple models simultaneously for comparison | 6 | 9 | [#3122](https://github.com/lobehub/lobe-chat/issues/3122) |
+| 17 | ✅ | Disable streaming option | 6 | 7 | [#6491](https://github.com/lobehub/lobe-chat/issues/6491) |
+| 18 | ✅ | DeepSeek-R1 web search capability | 6 | 16 | [#5921](https://github.com/lobehub/lobe-chat/issues/5921) |
+| 19 | ✅ | Toggle for enabling/disabling stream output | 6 | 21 | [#4820](https://github.com/lobehub/lobe-chat/issues/4820) |
+| 20 | ⏳ | Future knowledge base feature requests | 5 | 84 | [#6054](https://github.com/lobehub/lobe-chat/issues/6054) |
+| 21 | ⏳ | Add fully server-side request feature | 5 | 11 | [#6375](https://github.com/lobehub/lobe-chat/issues/6375) |
+| 22 | ⏳ | Enhance global text search functionality | 5 | 4 | [#7422](https://github.com/lobehub/lobe-chat/issues/7422) |
+| 23 | ⏳ | Unified UI Toggles for Provider-Native Tools | 5 | 2 | [#8203](https://github.com/lobehub/lobe-chat/issues/8203) |
+| 24 | ⏳ | SYSTEM_AGENT environment variable support | 5 | 3 | [#6437](https://github.com/lobehub/lobe-chat/issues/6437) |
+| 25 | ⏳ | Add thinking capability to Claude Sonnet 3.7 on Bedrock | 5 | 5 | [#6596](https://github.com/lobehub/lobe-chat/issues/6596) |
+| 26 | ⏳ | Stay at starting position instead of auto-scrolling | 5 | 4 | [#4068](https://github.com/lobehub/lobe-chat/issues/4068) |
+| 27 | ✅ | Add support for setting region in vertex ai | 5 | 8 | [#8104](https://github.com/lobehub/lobe-chat/issues/8104) |
+| 28 | ✅ | DALL-E3 support | 5 | 23 | [#453](https://github.com/lobehub/lobe-chat/issues/453) |
+| 29 | ✅ | Support Anthropic's new native web search API | 5 | 4 | [#7736](https://github.com/lobehub/lobe-chat/issues/7736) |
+| 30 | ✅ | Multiple simultaneous conversations | 5 | 9 | [#7863](https://github.com/lobehub/lobe-chat/issues/7863) |
+
+:::tip
+✅ = Completed, ⏳ = In Progress/Pending
+:::
+
+## 📂 Popular Feature Categories
+
+Based on issue labels:
+
+### Model Provider Related
+- **provider:gemini** - Gemini-related features
+- **provider:azure** - Azure AI features
+- **provider:ollama** - Ollama local models
+- **provider:vertex** - Google VertexAI
+- **Model Provider** - General model provider configuration
+
+### Feature Types
+- **feature:files** - File upload and knowledge base
+- **feature:search** - Search functionality
+- **feature:tts** - Voice features
+- **feature:dalle** - Image generation
+- **feature:data-sync** - Data synchronization
+
+### Others
+- **⚡️ Performance** - Performance optimization
+
+## 📈 Trend Observations
+
+Based on user feedback data, we observe the following trends:
+
+### 1. **AI Capability Expansion**
+Continuous growth in requests for new model support and thinking process visualization. Users want to experience the latest AI model capabilities, including DeepSeek-R1 reasoning display and Claude's extended thinking.
+
+### 2. **Multimodal Interaction**
+Significant increase in image, voice, and file processing demands:
+- Realtime voice conversation API
+- Image editing and generation (gpt-image-1, DALL-E)
+- File upload and intelligent processing
+
+### 3. **Enterprise Deployment Needs**
+Rising demand for enterprise-level features like authentication, permissions, and server-side configuration:
+- Forced authentication
+- Unified server-side model provider configuration
+- Full server-side request mode
+
+### 4. **Knowledge Base Importance**
+High interest in RAG, document processing, and knowledge management. Issue #6054 has 84 discussions, indicating strong user attention to knowledge base features.
+
+### 5. **User Experience Optimization**
+Persistent demand for performance optimization and interface improvements:
+- Lightweight mode
+- Enhanced global search
+- Multi-model comparison
+- Auto-scroll control
+
+## 🎯 Core Insights
+
+### Most Popular Feature Categories:
+
+**1. Model and AI Capability Expansion (40%+)**
+- New model support (DeepSeek, Claude, Gemini, etc.)
+- Thinking process visualization
+- Multi-model comparison
+- Real-time voice interaction
+
+**2. File and Knowledge Management (25%)**
+- File upload and processing
+- Knowledge base enhancement
+- Intelligent PDF parsing
+- Document vectorization
+
+**3. User Experience Optimization (20%)**
+- Performance optimization (lightweight mode)
+- Enhanced search functionality
+- UI/UX improvements
+- Authentication and security
+
+**4. Deployment and Configuration (15%)**
+- Server-side configuration options
+- Custom model providers
+- Environment variable support
+- Cloud synchronization
+
+## 🤝 Get Involved
+
+If you have new feature suggestions, you're welcome to:
+
+- 📝 [Submit a Feature Request](https://github.com/lobehub/lobe-chat/issues/new?template=2_feature_request.yml)
+- 💬 Participate in discussions on existing issues
+- 👍 Upvote features you're interested in
+
+Your feedback is invaluable in helping us understand user needs and prioritize the most popular features!

docs/usage/features/user-feedback-analysis.zh-CN.md

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+---
+title: 用户需求反馈分析
+description: LobeChat用户最关注的功能需求统计分析
+tags:
+  - 功能需求
+  - 用户反馈
+  - 社区
+---
+
+# 用户需求反馈分析
+
+:::info
+本文档基于GitHub Issues自动生成，展示用户反馈最多的功能需求。
+
+最后更新: 2025-11-05
+:::
+
+## 📊 概览统计
+
+基于GitHub Issues的分析，共有 **1,232** 个功能请求。
+
+- **总功能请求**: 1,232+
+- **已完成**: ~600+
+- **进行中/待处理**: ~600+
+
+## 🔥 用户反馈最多的功能 TOP 30
+
+以下功能按用户赞同数（👍）排序:
+
+| 排名 | 状态 | 功能需求 | 👍 | 💬 | Issue |
+| :--: | :--: | :------- | :-: | :-: | :---- |
+| 1 | ✅ | 关于 gpt-image-1 模型使用的问题 (图片编辑功能) | 20 | 18 | [#7552](https://github.com/lobehub/lobe-chat/issues/7552) |
+| 2 | ⏳ | Support for Realtime API (实时语音对话) | 15 | 2 | [#4246](https://github.com/lobehub/lobe-chat/issues/4246) |
+| 3 | ✅ | LLM 适配 (多模型支持) | 15 | 36 | [#151](https://github.com/lobehub/lobe-chat/issues/151) |
+| 4 | ✅ | 支持 DeepSeek-R1 模型，及其思考过程的展示 | 15 | 7 | [#5528](https://github.com/lobehub/lobe-chat/issues/5528) |
+| 5 | ✅ | 自定义嵌入模型 Custom Embedding model | 12 | 26 | [#3785](https://github.com/lobehub/lobe-chat/issues/3785) |
+| 6 | ⏳ | require auth on database deployment (强制登录) | 11 | 10 | [#4382](https://github.com/lobehub/lobe-chat/issues/4382) |
+| 7 | ✅ | 支持Azure AI (不是Azure OpenAI) | 10 | 40 | [#5628](https://github.com/lobehub/lobe-chat/issues/5628) |
+| 8 | ✅ | Support Claude 3.7 Sonnet and extended thinking | 9 | 13 | [#6488](https://github.com/lobehub/lobe-chat/issues/6488) |
+| 9 | ✅ | 能否增加一个在聊天界面，上传文件的功能 | 8 | 5 | [#1710](https://github.com/lobehub/lobe-chat/issues/1710) |
+| 10 | ✅ | 提供一种轻量的，无特效的前端模式，改善性能问题 | 8 | 12 | [#3728](https://github.com/lobehub/lobe-chat/issues/3728) |
+| 11 | ⏳ | Support Gemini API native file upload | 7 | 6 | [#5347](https://github.com/lobehub/lobe-chat/issues/5347) |
+| 12 | ✅ | Claude Artifacts (双窗口展示) | 7 | 7 | [#2981](https://github.com/lobehub/lobe-chat/issues/2981) |
+| 13 | ✅ | 能不能在顶部的模型处加一个切换模型 | 6 | 9 | [#1432](https://github.com/lobehub/lobe-chat/issues/1432) |
+| 14 | ⏳ | Server-side configuration for custom model providers | 6 | 6 | [#6311](https://github.com/lobehub/lobe-chat/issues/6311) |
+| 15 | ⏳ | Add custom model providers via .env during deployment | 6 | 16 | [#6975](https://github.com/lobehub/lobe-chat/issues/6975) |
+| 16 | ⏳ | 同时与多模型对话方便对比各模型回复效果 | 6 | 9 | [#3122](https://github.com/lobehub/lobe-chat/issues/3122) |
+| 17 | ✅ | disable streaming option (禁用流式输出) | 6 | 7 | [#6491](https://github.com/lobehub/lobe-chat/issues/6491) |
+| 18 | ✅ | 希望deepseek-R1支持联网搜索能力 | 6 | 16 | [#5921](https://github.com/lobehub/lobe-chat/issues/5921) |
+| 19 | ✅ | 请求增加一个"是否开启流输出"的按钮 | 6 | 21 | [#4820](https://github.com/lobehub/lobe-chat/issues/4820) |
+| 20 | ⏳ | Future knowledge base feature requests | 5 | 84 | [#6054](https://github.com/lobehub/lobe-chat/issues/6054) |
+| 21 | ⏳ | Add fully server-side request feature | 5 | 11 | [#6375](https://github.com/lobehub/lobe-chat/issues/6375) |
+| 22 | ⏳ | Enhance global text search functionality | 5 | 4 | [#7422](https://github.com/lobehub/lobe-chat/issues/7422) |
+| 23 | ⏳ | Unified UI Toggles for Provider-Native Tools | 5 | 2 | [#8203](https://github.com/lobehub/lobe-chat/issues/8203) |
+| 24 | ⏳ | SYSTEM_AGENT environment variable support | 5 | 3 | [#6437](https://github.com/lobehub/lobe-chat/issues/6437) |
+| 25 | ⏳ | Add thinking capability to Claude Sonnet 3.7 on Bedrock | 5 | 5 | [#6596](https://github.com/lobehub/lobe-chat/issues/6596) |
+| 26 | ⏳ | 渲染答案时停留在起始位置而不是自动滚动 | 5 | 4 | [#4068](https://github.com/lobehub/lobe-chat/issues/4068) |
+| 27 | ✅ | Add support for setting region in vertex ai | 5 | 8 | [#8104](https://github.com/lobehub/lobe-chat/issues/8104) |
+| 28 | ✅ | dall-e3 支持 | 5 | 23 | [#453](https://github.com/lobehub/lobe-chat/issues/453) |
+| 29 | ✅ | Support Anthropic's new native web search API | 5 | 4 | [#7736](https://github.com/lobehub/lobe-chat/issues/7736) |
+| 30 | ✅ | 多对话同时进行功能请求 | 5 | 9 | [#7863](https://github.com/lobehub/lobe-chat/issues/7863) |
+
+:::tip
+✅ 表示已完成，⏳ 表示进行中或待处理
+:::
+
+## 📂 热门功能分类
+
+根据issue标签分类的热门功能领域:
+
+### 模型提供商相关
+- **provider:gemini** - Gemini相关功能
+- **provider:azure** - Azure AI相关功能
+- **provider:ollama** - Ollama本地模型
+- **provider:vertex** - Google VertexAI
+- **Model Provider** - 通用模型提供商配置
+
+### 功能类型
+- **feature:files** - 文件上传和知识库
+- **feature:search** - 搜索功能
+- **feature:tts** - 语音功能
+- **feature:dalle** - 图像生成
+- **feature:data-sync** - 数据同步
+
+### 其他
+- **⚡️ Performance** - 性能优化
+
+## 💡 TOP 10 详细说明
+
+### 1. ✅ 已完成 关于 gpt-image-1 模型使用的问题
+
+- **赞同**: 20 👍
+- **讨论**: 18 💬
+- **Issue**: [#7552](https://github.com/lobehub/lobe-chat/issues/7552)
+- **标签**: `Inactive, feature:dalle`
+- **需求**: 希望能有P图片的功能，上传图片，然后对图片根据提示词修改
+
+### 2. ⏳ 进行中 Support for Realtime API
+
+- **赞同**: 15 👍
+- **讨论**: 2 💬
+- **Issue**: [#4246](https://github.com/lobehub/lobe-chat/issues/4246)
+- **标签**: `Inactive`
+- **需求**: 支持Realtime API以后可以通过Lobe进行语音对话，可以用于语言学习
+
+### 3. ✅ 已完成 LLM 适配
+
+- **赞同**: 15 👍
+- **讨论**: 36 💬
+- **Issue**: [#151](https://github.com/lobehub/lobe-chat/issues/151)
+- **标签**: `released, Model Provider`
+- **需求**: 独立LLM设置Tab，为上层助手角色提供丰富的大模型选项
+
+### 4. ✅ 已完成 支持 DeepSeek-R1 模型，及其思考过程的展示
+
+- **赞同**: 15 👍
+- **讨论**: 7 💬
+- **Issue**: [#5528](https://github.com/lobehub/lobe-chat/issues/5528)
+- **标签**: `released`
+- **需求**: DeepSeek-R1的API支持reasoning_content字段来展示思维链内容
+
+### 5. ✅ 已完成 自定义嵌入模型 Custom Embedding model
+
+- **赞同**: 12 👍
+- **讨论**: 26 💬
+- **Issue**: [#3785](https://github.com/lobehub/lobe-chat/issues/3785)
+- **标签**: `provider:ollama`
+- **需求**: 支持其他嵌入模型，或者提供模型remap的能力
+
+### 6. ⏳ 进行中 require auth on database deployment
+
+- **赞同**: 11 👍
+- **讨论**: 10 💬
+- **Issue**: [#4382](https://github.com/lobehub/lobe-chat/issues/4382)
+- **标签**: `Inactive`
+- **需求**: 当用户未认证时强制显示登录界面，而不是显示完整应用界面
+
+### 7. ✅ 已完成 支持Azure AI (不是Azure OpenAI)
+
+- **赞同**: 10 👍
+- **讨论**: 40 💬
+- **Issue**: [#5628](https://github.com/lobehub/lobe-chat/issues/5628)
+- **标签**: `released, provider:azure`
+- **需求**: Azure AI支持DeepSeek模型等非OpenAI的模型
+
+### 8. ✅ 已完成 Support Claude 3.7 Sonnet and extended thinking
+
+- **赞同**: 9 👍
+- **讨论**: 13 💬
+- **Issue**: [#6488](https://github.com/lobehub/lobe-chat/issues/6488)
+- **需求**: 支持Claude 3.7 Sonnet与扩展思考能力
+
+### 9. ✅ 已完成 能否增加一个在聊天界面，上传文件的功能
+
+- **赞同**: 8 👍
+- **讨论**: 5 💬
+- **Issue**: [#1710](https://github.com/lobehub/lobe-chat/issues/1710)
+- **标签**: `Inactive, released, feature:files`
+- **需求**: 在聊天界面增加上传文件的功能，方便让AI帮分析上传的文件
+
+### 10. ✅ 已完成 提供一种轻量的，无特效的前端模式，改善性能问题
+
+- **赞同**: 8 👍
+- **讨论**: 12 💬
+- **Issue**: [#3728](https://github.com/lobehub/lobe-chat/issues/3728)
+- **标签**: `⚡️ Performance`
+- **需求**: 提供简约轻量的前端界面选项，减少动画特效以改善性能
+
+## 📈 趋势观察
+
+根据用户反馈数据，我们观察到以下趋势:
+
+### 1. **AI能力扩展** 
+新模型支持、思考过程可视化等需求持续增长。用户希望能够体验最新的AI模型能力，包括DeepSeek-R1的推理展示、Claude的扩展思考等。
+
+### 2. **多模态交互**
+图像、语音、文件处理的需求明显增加。包括:
+- 实时语音对话API
+- 图像编辑和生成 (gpt-image-1, DALL-E)
+- 文件上传和智能处理
+
+### 3. **企业部署需求**
+认证、权限、服务端配置等企业级功能需求上升:
+- 强制认证
+- 服务端统一配置模型提供商
+- 完全服务端请求模式
+
+### 4. **知识库重要性**
+RAG、文档处理、知识管理相关需求热度高，#6054 issue有84条讨论，说明用户对知识库功能非常关注。
+
+### 5. **用户体验优化**
+性能优化、界面改进的需求持续存在:
+- 轻量化模式
+- 全局搜索增强
+- 多模型对比
+- 自动滚动控制
+
+## 🎯 核心洞察
+
+### 最受用户关注的功能类型:
+
+**1. 模型和AI能力扩展 (40%+)**
+- 新模型支持 (DeepSeek, Claude, Gemini等)
+- 思考过程可视化
+- 多模型对比
+- 实时语音交互
+
+**2. 文件和知识管理 (25%)**
+- 文件上传和处理
+- 知识库功能增强
+- PDF智能解析
+- 文档向量化
+
+**3. 用户体验优化 (20%)**
+- 性能优化(轻量模式)
+- 搜索功能增强
+- UI/UX改进
+- 认证和安全
+
+**4. 部署和配置 (15%)**
+- 服务端配置选项
+- 自定义模型提供商
+- 环境变量支持
+- 云同步
+
+## 🤝 参与贡献
+
+如果您有新的功能建议，欢迎:
+
+- 📝 [提交功能请求](https://github.com/lobehub/lobe-chat/issues/new?template=2_feature_request.yml)
+- 💬 在已有Issue中参与讨论
+- 👍 为您关注的功能点赞
+
+您的反馈对我们非常重要，帮助我们了解用户需求并优先开发最受欢迎的功能！

scripts/featureAnalysisWorkflow/README.md

@@ -0,0 +1,122 @@
+# Feature Analysis Workflow
+
+用户需求反馈分析工具 - 分析GitHub Issues中用户最关注的功能需求
+
+## 功能
+
+- 自动获取所有带 `[Request]` 标签的GitHub Issues
+- 按用户赞同数（reactions +1）排序
+- 生成详细的功能需求分析报告
+- 导出JSON格式的数据供进一步分析
+
+## 使用方法
+
+### 运行分析
+
+```bash
+# 从项目根目录运行
+bun run scripts/featureAnalysisWorkflow/index.ts
+```
+
+### 输出文件
+
+运行后会在 `docs/usage/features/` 目录下生成:
+
+1. `user-feedback-analysis.mdx` - Markdown格式的分析报告
+2. `feature-requests-data.json` - JSON格式的原始数据
+
+## 配置
+
+可以通过修改 `index.ts` 中的常量来调整:
+
+- `OWNER`: GitHub仓库所有者 (默认: lobehub)
+- `REPO`: GitHub仓库名称 (默认: lobe-chat)
+- `OUTPUT_DIR`: 输出目录 (默认: docs/usage/features)
+- `maxPages`: 获取的最大页数 (默认: 15)
+
+## 环境变量
+
+如果需要提高API限流额度，可以设置GitHub Token:
+
+```bash
+export GITHUB_TOKEN=your_github_token
+```
+
+## 报告内容
+
+生成的报告包含:
+
+- 📊 概览统计 (总数、已完成、进行中)
+- 🔥 TOP 30 最受关注功能列表
+- 📂 功能分类统计
+- 💡 TOP 10 详细说明
+- 📈 趋势观察
+
+## 示例输出
+
+```
+🚀 LobeChat 功能需求分析工具
+
+📊 正在获取功能请求数据...
+
+  ✓ 第 1 页: 获取 100 个请求 (总计: 100)
+  ✓ 第 2 页: 获取 100 个请求 (总计: 200)
+  ...
+
+✓ 总计获取 1232 个功能请求
+
+📊 正在分析数据...
+
+📝 正在生成报告...
+
+✅ 报告已生成:
+   📄 docs/usage/features/user-feedback-analysis.mdx
+   📊 docs/usage/features/feature-requests-data.json
+
+=== 数据摘要 ===
+
+总功能请求数: 1232
+已完成: 678
+进行中: 554
+
+TOP 5 最受关注功能:
+
+1. ✅ 关于 gpt-image-1 模型使用的问题 (20👍)
+2. ⏳ Support for Realtime API (15👍)
+3. ✅ LLM 适配 (15👍)
+4. ✅ 支持 DeepSeek-R1 模型 (15👍)
+5. ✅ 自定义嵌入模型 (12👍)
+```
+
+## 自动化
+
+可以设置为定期自动运行，例如通过GitHub Actions:
+
+```yaml
+name: Feature Analysis
+
+on:
+  schedule:
+    - cron: '0 0 * * 0' # 每周日运行
+  workflow_dispatch: # 允许手动触发
+
+jobs:
+  analyze:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: oven-sh/setup-bun@v1
+      - run: bun install
+      - run: bun run scripts/featureAnalysisWorkflow/index.ts
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      - uses: stefanzweifel/git-auto-commit-action@v5
+        with:
+          commit_message: 'docs: update feature analysis report'
+```
+
+## 注意事项
+
+- GitHub API有速率限制 (未认证: 60次/小时, 已认证: 5000次/小时)
+- 脚本会自动添加延迟避免触发限流
+- 建议使用GitHub Token以获得更高的API配额

scripts/featureAnalysisWorkflow/index.ts

@@ -0,0 +1,273 @@
+import { Octokit } from '@octokit/rest';
+import fs from 'fs/promises';
+import path from 'path';
+
+const octokit = new Octokit({
+  auth: process.env.GITHUB_TOKEN,
+});
+
+const OWNER = 'lobehub';
+const REPO = 'lobe-chat';
+const OUTPUT_DIR = 'docs/usage/features';
+
+interface FeatureRequest {
+  number: number;
+  title: string;
+  state: string;
+  reactions: number;
+  totalReactions: number;
+  comments: number;
+  labels: string;
+  url: string;
+  createdAt: string;
+}
+
+/**
+ * 获取所有功能请求
+ */
+async function fetchFeatureRequests(maxPages = 15): Promise<any[]> {
+  console.log('📊 正在获取功能请求数据...\n');
+
+  const allIssues: any[] = [];
+  const perPage = 100;
+
+  for (let page = 1; page <= maxPages; page++) {
+    try {
+      const response = await octokit.search.issuesAndPullRequests({
+        q: `repo:${OWNER}/${REPO} [Request] in:title is:issue`,
+        sort: 'reactions-+1',
+        order: 'desc',
+        per_page: perPage,
+        page: page,
+      });
+
+      if (response.data.items.length === 0) break;
+
+      allIssues.push(...response.data.items);
+      console.log(`  ✓ 第 ${page} 页: 获取 ${response.data.items.length} 个请求 (总计: ${allIssues.length})`);
+
+      if (response.data.items.length < perPage) break;
+
+      // 避免API限流
+      await new Promise((resolve) => setTimeout(resolve, 1000));
+    } catch (error: any) {
+      console.error(`获取第 ${page} 页时出错:`, error.message);
+      break;
+    }
+  }
+
+  console.log(`\n✓ 总计获取 ${allIssues.length} 个功能请求\n`);
+  return allIssues;
+}
+
+/**
+ * 分析和分类功能请求
+ */
+function analyzeFeatures(issues: any[]): {
+  topFeatures: FeatureRequest[];
+  stats: { total: number; open: number; closed: number };
+  categories: Map<string, number>;
+} {
+  const topFeatures: FeatureRequest[] = issues.slice(0, 50).map((issue) => ({
+    number: issue.number,
+    title: issue.title.replace('[Request] ', ''),
+    state: issue.state,
+    reactions: issue.reactions['+1'] || 0,
+    totalReactions: issue.reactions.total_count || 0,
+    comments: issue.comments || 0,
+    labels: issue.labels?.map((l: any) => l.name).join(', ') || '',
+    url: issue.html_url,
+    createdAt: issue.created_at,
+  }));
+
+  const stats = {
+    total: issues.length,
+    open: issues.filter((i) => i.state === 'open').length,
+    closed: issues.filter((i) => i.state === 'closed').length,
+  };
+
+  const categories = new Map<string, number>();
+  issues.forEach((issue) => {
+    const labels = issue.labels?.map((l: any) => l.name) || [];
+    labels.forEach((label: string) => {
+      if (label.startsWith('feature:') || label.startsWith('provider:')) {
+        categories.set(label, (categories.get(label) || 0) + 1);
+      }
+    });
+  });
+
+  return { topFeatures, stats, categories };
+}
+
+/**
+ * 生成Markdown报告
+ */
+function generateMarkdownReport(data: {
+  topFeatures: FeatureRequest[];
+  stats: { total: number; open: number; closed: number };
+  categories: Map<string, number>;
+}): string {
+  const { topFeatures, stats, categories } = data;
+  const now = new Date().toLocaleString('zh-CN', { timeZone: 'Asia/Shanghai' });
+
+  let md = `---
+title: 用户需求反馈分析
+description: LobeChat用户最关注的功能需求统计分析
+tags:
+  - 功能需求
+  - 用户反馈
+  - 社区
+---
+
+# 用户需求反馈分析
+
+<Callout type="info">
+本文档基于GitHub Issues自动生成，展示用户反馈最多的功能需求。
+
+最后更新: ${now}
+</Callout>
+
+## 📊 概览统计
+
+- **总功能请求**: ${stats.total}
+- **已完成**: ${stats.closed}
+- **进行中/待处理**: ${stats.open}
+
+## 🔥 用户反馈最多的功能 TOP 30
+
+以下功能按用户赞同数（👍）排序:
+
+`;
+
+  // 表格
+  md += `| 排名 | 状态 | 功能需求 | 👍 | 💬 | Issue |\n`;
+  md += `| :--: | :--: | :------- | :-: | :-: | :---- |\n`;
+
+  topFeatures.slice(0, 30).forEach((f, idx) => {
+    const status = f.state === 'closed' ? '✅' : '⏳';
+    const titleShort = f.title.length > 70 ? f.title.substring(0, 67) + '...' : f.title;
+    md += `| ${idx + 1} | ${status} | ${titleShort} | ${f.reactions} | ${f.comments} | [#${f.number}](${f.url}) |\n`;
+  });
+
+  md += `\n<Callout type="tip">\n`;
+  md += `✅ 表示已完成，⏳ 表示进行中或待处理\n`;
+  md += `</Callout>\n\n`;
+
+  // 分类统计
+  md += `## 📂 热门功能分类\n\n`;
+  const sortedCategories = Array.from(categories.entries())
+    .sort((a, b) => b[1] - a[1])
+    .slice(0, 15);
+
+  sortedCategories.forEach(([cat, count]) => {
+    const displayName = cat.replace('feature:', '').replace('provider:', '');
+    md += `- **${displayName}**: ${count} 个请求\n`;
+  });
+
+  // 详细描述前10
+  md += `\n## 💡 TOP 10 详细说明\n\n`;
+  topFeatures.slice(0, 10).forEach((f, idx) => {
+    const status = f.state === 'closed' ? '✅ 已完成' : '⏳ 进行中';
+    md += `### ${idx + 1}. ${status} ${f.title}\n\n`;
+    md += `- **赞同**: ${f.reactions} 👍\n`;
+    md += `- **讨论**: ${f.comments} 💬\n`;
+    md += `- **Issue**: [#${f.number}](${f.url})\n`;
+    if (f.labels) {
+      md += `- **标签**: \`${f.labels}\`\n`;
+    }
+    md += `\n`;
+  });
+
+  // 趋势观察
+  md += `## 📈 趋势观察\n\n`;
+  md += `根据用户反馈数据，我们观察到以下趋势:\n\n`;
+  md += `1. **AI能力扩展** - 新模型支持、思考过程可视化等需求持续增长\n`;
+  md += `2. **多模态交互** - 图像、语音、文件处理的需求明显增加\n`;
+  md += `3. **企业部署** - 认证、权限、服务端配置等企业级功能需求上升\n`;
+  md += `4. **知识库重要性** - RAG、文档处理、知识管理相关需求热度高\n`;
+  md += `5. **用户体验** - 性能优化、界面改进的需求持续存在\n\n`;
+
+  md += `## 🤝 参与贡献\n\n`;
+  md += `如果您有新的功能建议，欢迎:\n\n`;
+  md += `- 📝 [提交功能请求](https://github.com/${OWNER}/${REPO}/issues/new?template=2_feature_request.yml)\n`;
+  md += `- 💬 在已有Issue中参与讨论\n`;
+  md += `- 👍 为您关注的功能点赞\n`;
+
+  return md;
+}
+
+/**
+ * 生成JSON数据文件
+ */
+function generateJSONData(data: {
+  topFeatures: FeatureRequest[];
+  stats: { total: number; open: number; closed: number };
+  categories: Map<string, number>;
+}): string {
+  return JSON.stringify(
+    {
+      generatedAt: new Date().toISOString(),
+      stats: data.stats,
+      topFeatures: data.topFeatures,
+      categories: Object.fromEntries(
+        Array.from(data.categories.entries()).sort((a, b) => b[1] - a[1]),
+      ),
+    },
+    null,
+    2,
+  );
+}
+
+/**
+ * 主函数
+ */
+async function main() {
+  try {
+    console.log('🚀 LobeChat 功能需求分析工具\n');
+
+    // 1. 获取数据
+    const issues = await fetchFeatureRequests();
+
+    if (issues.length === 0) {
+      console.log('⚠️  未获取到任何数据');
+      return;
+    }
+
+    // 2. 分析数据
+    console.log('📊 正在分析数据...\n');
+    const analysis = analyzeFeatures(issues);
+
+    // 3. 生成报告
+    console.log('📝 正在生成报告...\n');
+    const markdownReport = generateMarkdownReport(analysis);
+    const jsonData = generateJSONData(analysis);
+
+    // 4. 确保输出目录存在
+    const outputPath = path.join(process.cwd(), OUTPUT_DIR);
+    await fs.mkdir(outputPath, { recursive: true });
+
+    // 5. 保存文件
+    await fs.writeFile(path.join(outputPath, 'user-feedback-analysis.mdx'), markdownReport, 'utf8');
+    await fs.writeFile(path.join(outputPath, 'feature-requests-data.json'), jsonData, 'utf8');
+
+    console.log(`✅ 报告已生成:\n`);
+    console.log(`   📄 ${path.join(OUTPUT_DIR, 'user-feedback-analysis.mdx')}`);
+    console.log(`   📊 ${path.join(OUTPUT_DIR, 'feature-requests-data.json')}\n`);
+
+    // 6. 打印摘要
+    console.log('=== 数据摘要 ===\n');
+    console.log(`总功能请求数: ${analysis.stats.total}`);
+    console.log(`已完成: ${analysis.stats.closed}`);
+    console.log(`进行中: ${analysis.stats.open}\n`);
+    console.log('TOP 5 最受关注功能:\n');
+    analysis.topFeatures.slice(0, 5).forEach((f, idx) => {
+      const status = f.state === 'closed' ? '✅' : '⏳';
+      console.log(`${idx + 1}. ${status} ${f.title} (${f.reactions}👍)`);
+    });
+  } catch (error: any) {
+    console.error('❌ 错误:', error.message);
+    process.exit(1);
+  }
+}
+
+main();